The email blinked on Amelia’s laptop screen. *Urgent Announcement: College Closure*. She blinked back, then reread the subject line. Her hand instinctively reached for a cup of lukewarm coffee, but she stopped halfway, her fingers hovering near the rim. The words seemed to vibrate, blurring together into an incomprehensible jumble. Her breath hitched. The familiar hum of the library, usually a comfort, now felt like a taunt.

The air in the room thickened. She felt a sudden chill, despite the stuffy atmosphere. Gritting her teeth, Amelia forced herself to scroll down, scanning the cold, official tone of the announcement. Her stomach twisted, a sensation akin to freefalling. Everything she'd planned, every carefully laid out schedule, dissolved into a cloudy haze. "No," she whispered, the sound barely audible above the rhythmic tap-tap-tapping of keyboards around her.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219